| Autor: |
Gabor, Mateusz, Wieczorek, Wojciech, Unold, Olgierd, Tomida, Akemi Galvez |
| Předmět: |
|
| Zdroj: |
Applied Sciences (2076-3417); Feb2021, Vol. 11 Issue 3, p1030, 13p |
| Abstrakt: |
The split-based method in a weighted context-free grammar (WCFG) induction was formalised and verified on a comprehensive set of context-free languages. WCFG is learned using a novel grammatical inference method. The proposed method learns WCFG from both positive and negative samples, whereas the weights of rules are estimated using a novel Inside–Outside Contrastive Estimation algorithm. The results showed that our approach outperforms in terms of F1 scores of other state-of-the-art methods. [ABSTRACT FROM AUTHOR] |
| Databáze: |
Complementary Index |
| Externí odkaz: |
|
